activity
20212026
most citedInstructNet: A Novel Approach for Multi-Label Instruction Classification through Advanced Deep Learning

6 citations · 7 across the 7 of their papers we have counts for

collaborators

8 papers

cs.CL2026

Automated Multilabel Mpox Research Classification with Explainable Transformer Models

Tanjim Taharat Aurpa

The Mpox outbreak remains a serious public health issue, with the WHO (World Health Organization) reporting increasing cases in some regions. Research on Mpox is vital for several…

cs.CL2026

Privacy Preserving Topic-wise Sentiment Analysis of the Iran Israel USA Conflict Using Federated Transformer Models

Md Saiful Islam, Tanjim Taharat Aurpa, Sharad Hasan +1

The recent escalation of the Iran Israel USA conflict in 2026 has triggered widespread global discussions across social media platforms. As people increasingly use these platforms…

cs.CL2026

Transparent AI for Mathematics: Transformer-Based Large Language Models for Mathematical Entity Relationship Extraction with XAI

Tanjim Taharat Aurpa

Mathematical text understanding is a challenging task due to the presence of specialized entities and complex relationships between them. This study formulates mathematical problem…

cs.CL2025★ 6 cited

InstructNet: A Novel Approach for Multi-Label Instruction Classification through Advanced Deep Learning

Tanjim Taharat Aurpa, Md Shoaib Ahmed, Md Mahbubur Rahman +1

People use search engines for various topics and items, from daily essentials to more aspirational and specialized objects. Therefore, search engines have taken over as peoples pre…

cs.CL2025

Bangla MedER: Multi-BERT Ensemble Approach for the Recognition of Bangla Medical Entity

Tanjim Taharat Aurpa, Farzana Akter, Md. Mehedi Hasan +3

Medical Entity Recognition (MedER) is an essential NLP task for extracting meaningful entities from the medical corpus. Nowadays, MedER-based research outcomes can remarkably contr…

cs.CL2025★ 1 cited

Explainable AI for Sentiment Analysis of Human Metapneumovirus (HMPV) Using XLNet

Md. Shahriar Hossain Apu, Md Saiful Islam, Tanjim Taharat Aurpa

In 2024, the outbreak of Human Metapneumovirus (HMPV) in China, which later spread to the UK and other countries, raised significant public concern. While HMPV typically causes mil…